Triple
T7128980
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kalanga people |
E166136
|
entity |
| Predicate | linguisticStatus |
P7163
|
FINISHED |
| Object | Kalanga language is recognized as a minority language in Botswana |
E589685
|
NE FINISHED |
How this triple was built (2 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Kalanga language is recognized as a minority language in Botswana | Statement: [Kalanga people, linguisticStatus, Kalanga language is recognized as a minority language in Botswana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kalanga language is recognized as a minority language in Botswana Context triple: [Kalanga people, linguisticStatus, Kalanga language is recognized as a minority language in Botswana]
-
A.
Setswana National Language Council of Botswana
The Setswana National Language Council of Botswana is the official body responsible for overseeing, standardizing, and promoting the use and development of the Setswana language in Botswana.
-
B.
Eastern Kalanga
chosen
Eastern Kalanga is a regional variety of the Kalanga language spoken by Kalanga communities in parts of southern Africa, particularly in areas of Botswana and Zimbabwe.
-
C.
Lekwungen language
The Lekwungen language is an Indigenous Coast Salish language historically spoken by the Lekwungen (Songhees and Esquimalt) peoples in what is now southern Vancouver Island, British Columbia.
-
D.
Makhuwa languages
The Makhuwa languages are a group of closely related Bantu languages spoken primarily in northern Mozambique and neighboring regions of southeastern Africa.
-
E.
Tswa language
The Tswa language is a Bantu language of southern Africa, spoken mainly in Mozambique and neighboring regions, and is closely related to Xitsonga within the Tswa-Ronga group.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69c6888350588190870cd552b427a1cd |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e66c87848190b0ffd08e3c3f4877 |
completed | March 27, 2026, 8:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7a33bf244819096db1351ebf62413 |
completed | March 28, 2026, 9:45 a.m. |
Created at: March 27, 2026, 2:44 p.m.